Timo Kepp - RankMe

31 papers B 3Journal 5Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis. CoRR Bennet Kahrs, Julia Andresen, Fenja Falta, Monty Santarossa, Heinz Handels, Timo Kepp
2026	—	`conf`	Pathology-aware Implicit Neural Registration for Change Analysis in Retinal OCT Data - FRINR. Bildverarbeitung für die Medizin Julia Andresen, Bennet Kahrs, Heinz Handels, Timo Kepp
2026	—	`conf`	Revealing Eye-dentity - Foundation Models Enable Re-identification from Retinal OCT. Bildverarbeitung für die Medizin Marc S. Seibel, Nele Sophie Brügge, Timo Kepp, Bennet Kahrs, Jan Ehrhardt, Heinz Handels
2026	—	`conf`	Visual Acuity Assessment from Uni- and Multimodal Retinal Image Data using the Foundation Model MIRAGE. Bildverarbeitung für die Medizin Caroline von Dresky, Claus von der Burchard, Monty Santarossa, Julia Andresen, Marc S. Seibel, Timo Kepp, Johann Roider, Heinz Handels
2025	—	`conf`	Assessing Spatial Bias in Medical Imaging - An Empirical Study of PatchGAN Discriminator Effectiveness. Bildverarbeitung für die Medizin Marc S. Seibel, Timo Kepp, Hristina Uzunova, Jan Ehrhardt, Heinz Handels
2025	—	`conf`	Bridging Gaps in Retinal Imaging - Fusing OCT and SLO Information with Implicit Neural Representations for Improved Interpolation and Segmentation. Bildverarbeitung für die Medizin Timo Kepp, Julia Andresen, Fenja Falta, Heinz Handels
2025	—	`conf`	Robust Statistical Shape Modelling with Implicit Neural Representations. Bildverarbeitung für die Medizin Christoph Großbröhmer, Fenja Falta, Ron Keuth, Timo Kepp, Mattias P. Heinrich
2024	—	`conf`	Abstract: Denoising of Home OCT Images using Noise-to-noise Trained on Artificial Eye Data. Bildverarbeitung für die Medizin Marc Rowedder, Timo Kepp, Tobias Neumann, Helge Sudkamp, Gereon Hüttmann, Heinz Handels
2024	—	`conf`	Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations. Bildverarbeitung für die Medizin Marc S. Seibel, Joshua Niemeijer, Marc Rowedder, Helge Sudkamp, Timo Kepp, Gereon Hüttmann, Heinz Handels
2024	—	`conf`	Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images. ISBI Marc S. Seibel, Hristina Uzunova, Timo Kepp, Heinz Handels
2024	J	`jnl`	Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images. CoRR Marc S. Seibel, Hristina Uzunova, Timo Kepp, Heinz Handels
2024	J	`jnl`	LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas. CoRR Sofija Engelson, Jan Ehrhardt, Timo Kepp, Joshua Niemeijer, Heinz Handels
2023	—	`conf`	Abstract: Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data. Bildverarbeitung für die Medizin Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels
2023	—	`conf`	Overcoming the sensor delta for semantic segmentation in OCT images. Computer-Aided Diagnosis Joshua Niemeijer, Jan Ehrhardt, Timo Kepp, Jörg P. Schäfer, Heinz Handels
2023	—	`conf`	Shape-based segmentation of retinal layers and fluids in OCT image data. Computer-Aided Diagnosis Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels
2022	—	`—`	Analyse anatomischer und pathologischer Strukturen in OCT-Bilddaten mittels maschineller Lernverfahren. Timo Kepp
2022	J	`jnl`	Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies. Int. J. Comput. Assist. Radiol. Surg. Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
2022	—	`conf`	Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images. Bildverarbeitung für die Medizin Timo Kepp, Julia Andresen, Helge Sudkamp, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Jan Ehrhardt, Heinz Handels
2022	—	`conf`	Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network. WBIR Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels
2022	—	`conf`	Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering. Bildverarbeitung für die Medizin Julia Andresen, Timo Kepp, Michael Wang-Evers, Jan Ehrhardt, Dieter Manstein, Heinz Handels
2020	—	`conf`	Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning. Bildverarbeitung für die Medizin Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels
2020	J	`jnl`	Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning. CoRR Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels
2020	—	`conf`	Segmentation of retinal low-cost optical coherence tomography images using deep learning. Computer-Aided Diagnosis Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels
2019	—	`conf`	Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders. Bildverarbeitung für die Medizin Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
2019	B	`conf`	Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. Image Processing Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
2019	—	`conf`	Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks. ISBI Timo Kepp, Jan Ehrhardt, Mattias P. Heinrich, Gereon Hüttmann, Heinz Handels
2018	—	`conf`	Abstract: Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten. Bildverarbeitung für die Medizin Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels
2018	B	`conf`	Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forests. Image Processing Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels
2017	—	`conf`	Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus. Bildverarbeitung für die Medizin Timo Kepp, Stefan Koinzer, Heinz Handels, Ralf Brinkmann
2015	—	`conf`	Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten. Bildverarbeitung für die Medizin Timo Kepp, Jan Ehrhardt, Heinz Handels
2014	B	`conf`	Joint multi-object registration and segmentation of left and right cardiac ventricles in 4D cine MRI. Image Processing Jan Ehrhardt, Timo Kepp, Alexander Schmidt-Richberg, Heinz Handels